improve
SkillDev toolsThe self-improving loop. Reads the eval scorecard, finds the skills that show no measured lift, sharpens the skill body or its rubric, and keeps a change only when it raises the measured lift. Use when improving skill quality, working the eval work-list, or making the framework better with evidence
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the improve skill
What this skill tells your AI
The instructions your AI receives, as published by manusco/resonance in .claude/skills/improve/SKILL.md and read by ahel’s review.
name: improve description: Work the eval scorecard: sharpen the weakest skills or their rubrics and keep only changes that raise the measured lift. disable-model-invocation: true
/improve
Run the Resonance improve procedure.
Read .agents/skills/ops/improve/SKILL.md in full and execute it exactly, following its Definition of Done. That skill is the procedure; this file only routes the /improve command to it.
Signals
- GitHub stars
- 37
- Forks
- 7
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
improve-manusco- Source
- github.com/manusco/resonance